
\begin{table}
\caption{First Stage and Reduced Form Estimates of Agency Replication Results for HPBM}
\begin{center}
\begin{tabular}{l c c c c c c c c c c }
\hline
 & First Stage & Homicide & Robbery & Assault & Vehicle Theft & First Stage & Homicide & Robbery & Assault & Vehicle Theft \\
\hline
$items/value * rac{1}{dist_1}$ & $0.00$           & $0.02$            & $-1.16$           & $0.25$            & $0.10$            & $0.01$           & $0.24$            & $-0.54$           & $-0.52$           & $0.21$           \\
                                & $[-0.01;\ 0.02]$ & $[-0.06;\ 0.09]$  & $[-2.27;\ -0.06]$ & $[-1.88;\ 2.39]$  & $[-1.68;\ 1.88]$  & $[-0.03;\ 0.04]$ & $[0.08;\ 0.40]$   & $[-1.12;\ 0.04]$  & $[-2.07;\ 1.02]$  & $[-1.42;\ 1.84]$ \\
$items/value * rac{1}{dist_6}$ & $0.13$           & $-0.10$           & $-0.46$           & $-1.36$           & $-0.38$           & $-0.03$          & $-0.35$           & $10.72$           & $11.82$           & $11.64$          \\
                                & $[0.11;\ 0.16]$  & $[-0.42;\ 0.22]$  & $[-2.13;\ 1.22]$  & $[-6.53;\ 3.82]$  & $[-3.88;\ 3.12]$  & $[-0.17;\ 0.10]$ & $[-0.97;\ 0.28]$  & $[6.49;\ 14.94]$  & $[3.76;\ 19.88]$  & $[4.77;\ 18.50]$ \\
$items/value * ln(landarea)$    & $0.03$           & $-0.22$           & $7.27$            & $8.38$            & $5.04$            & $0.40$           & $0.12$            & $-1.58$           & $0.82$            & $-0.32$          \\
                                & $[-0.01;\ 0.06]$ & $[-0.73;\ 0.28]$  & $[3.47;\ 11.07]$  & $[-0.12;\ 16.88]$ & $[-1.22;\ 11.30]$ & $[0.32;\ 0.47]$  & $[-0.15;\ 0.40]$  & $[-2.80;\ -0.37]$ & $[-2.94;\ 4.58]$  & $[-3.63;\ 2.98]$ \\
$items/value * 1[HIDTA]$        & $-0.02$          & $-0.23$           & $0.04$            & $0.02$            & $-1.20$           & $0.00$           & $-0.00$           & $0.00$            & $-0.00$           & $-0.00$          \\
                                & $[-0.03;\ 0.00]$ & $[-0.51;\ 0.05]$  & $[-1.96;\ 2.04]$  & $[-4.02;\ 4.06]$  & $[-4.29;\ 1.90]$  & $[0.00;\ 0.00]$  & $[-0.00;\ -0.00]$ & $[-0.00;\ 0.00]$  & $[-0.00;\ 0.00]$  & $[-0.00;\ 0.00]$ \\
Percent Poverty                 & $0.00$           & $0.00$            & $0.00$            & $0.00$            & $-0.00$           & $-0.00$          & $0.00$            & $0.00$            & $0.00$            & $-0.00$          \\
                                & $[-0.00;\ 0.00]$ & $[-0.00;\ 0.00]$  & $[-0.00;\ 0.00]$  & $[-0.00;\ 0.00]$  & $[-0.00;\ 0.00]$  & $[-0.00;\ 0.00]$ & $[-0.00;\ 0.00]$  & $[-0.00;\ 0.00]$  & $[-0.00;\ 0.00]$  & $[-0.00;\ 0.00]$ \\
Unemployment Rate               & $-0.00$          & $0.17$            & $-1.03$           & $-1.38$           & $-2.10$           & $-0.01$          & $0.17$            & $-1.06$           & $-1.38$           & $-2.09$          \\
                                & $[-0.01;\ 0.00]$ & $[-0.09;\ 0.44]$  & $[-2.44;\ 0.37]$  & $[-3.88;\ 1.13]$  & $[-5.43;\ 1.24]$  & $[-0.04;\ 0.01]$ & $[-0.09;\ 0.44]$  & $[-2.47;\ 0.35]$  & $[-3.88;\ 1.11]$  & $[-5.42;\ 1.24]$ \\
log(Population)                 & $0.00$           & $-0.00$           & $-0.00$           & $-0.00$           & $-0.00$           & $0.00$           & $-0.00$           & $-0.00$           & $-0.00$           & $-0.00$          \\
                                & $[-0.00;\ 0.00]$ & $[-0.00;\ -0.00]$ & $[-0.00;\ -0.00]$ & $[-0.00;\ -0.00]$ & $[-0.00;\ 0.00]$  & $[-0.00;\ 0.00]$ & $[-0.00;\ -0.00]$ & $[-0.00;\ 0.00]$  & $[-0.00;\ -0.00]$ & $[-0.00;\ 0.00]$ \\
Murder Arrests$_{t-1}$          & $0.00$           & $-0.16$           & $1.75$            & $-0.15$           & $2.22$            & $-0.00$          & $-0.16$           & $1.75$            & $-0.15$           & $2.22$           \\
                                & $[-0.00;\ 0.00]$ & $[-0.24;\ -0.09]$ & $[0.10;\ 3.40]$   & $[-0.66;\ 0.35]$  & $[0.57;\ 3.86]$   & $[-0.00;\ 0.00]$ & $[-0.24;\ -0.09]$ & $[0.10;\ 3.40]$   & $[-0.66;\ 0.35]$  & $[0.57;\ 3.86]$  \\
Rape Arrests$_{t-1}$            & $0.00$           & $0.04$            & $0.01$            & $-0.01$           & $0.05$            & $0.00$           & $0.04$            & $0.01$            & $-0.01$           & $0.05$           \\
                                & $[0.00;\ 0.00]$  & $[-0.02;\ 0.10]$  & $[-0.15;\ 0.17]$  & $[-0.17;\ 0.15]$  & $[-0.11;\ 0.21]$  & $[-0.00;\ 0.00]$ & $[-0.02;\ 0.10]$  & $[-0.15;\ 0.17]$  & $[-0.17;\ 0.15]$  & $[-0.11;\ 0.21]$ \\
Robbery Arrests$_{t-1}$         & $-0.00$          & $0.01$            & $0.03$            & $-0.40$           & $0.62$            & $0.00$           & $0.01$            & $0.03$            & $-0.40$           & $0.62$           \\
                                & $[-0.00;\ 0.00]$ & $[-0.01;\ 0.04]$  & $[-0.26;\ 0.33]$  & $[-0.56;\ -0.24]$ & $[0.17;\ 1.08]$   & $[-0.00;\ 0.00]$ & $[-0.01;\ 0.04]$  & $[-0.26;\ 0.33]$  & $[-0.56;\ -0.24]$ & $[0.17;\ 1.08]$  \\
Burglary Arrests$_{t-1}$        & $0.00$           & $-0.00$           & $-0.07$           & $0.22$            & $0.04$            & $-0.00$          & $-0.00$           & $-0.07$           & $0.22$            & $0.04$           \\
                                & $[-0.00;\ 0.00]$ & $[-0.01;\ 0.00]$  & $[-0.17;\ 0.04]$  & $[-0.00;\ 0.45]$  & $[-0.07;\ 0.15]$  & $[-0.00;\ 0.00]$ & $[-0.01;\ 0.00]$  & $[-0.17;\ 0.03]$  & $[-0.00;\ 0.45]$  & $[-0.07;\ 0.15]$ \\
Assault Arrests$_{t-1}$         & $-0.00$          & $-0.00$           & $0.00$            & $-0.00$           & $-0.01$           & $-0.00$          & $-0.00$           & $0.00$            & $-0.00$           & $-0.01$          \\
                                & $[-0.00;\ 0.00]$ & $[-0.00;\ 0.00]$  & $[-0.01;\ 0.01]$  & $[-0.01;\ 0.01]$  & $[-0.02;\ 0.01]$  & $[-0.00;\ 0.00]$ & $[-0.00;\ 0.00]$  & $[-0.01;\ 0.01]$  & $[-0.01;\ 0.01]$  & $[-0.02;\ 0.01]$ \\
Stock US items$_{t-1}$          & $-0.00$          & $0.00$            & $-0.00$           & $-0.00$           & $0.00$            &                  &                   &                   &                   &                  \\
                                & $[-0.00;\ 0.00]$ & $[-0.00;\ 0.00]$  & $[-0.00;\ -0.00]$ & $[-0.00;\ 0.00]$  & $[-0.00;\ 0.00]$  &                  &                   &                   &                   &                  \\
Stock US value$_{t-1}$          &                  &                   &                   &                   &                   & $-0.00$          & $0.00$            & $-0.00$           & $-0.00$           & $-0.00$          \\
                                &                  &                   &                   &                   &                   & $[-0.00;\ 0.00]$ & $[-0.00;\ 0.00]$  & $[-0.00;\ -0.00]$ & $[-0.00;\ -0.00]$ & $[-0.00;\ 0.00]$ \\
\hline
Num. obs.                       & 45055            & 45055             & 45053             & 45018             & 45047             & 45055            & 45055             & 45053             & 45018             & 45047            \\
R$^2$ (full model)              & 0.44             & 0.36              & 0.86              & 0.80              & 0.98              & 0.42             & 0.36              & 0.86              & 0.80              & 0.98             \\
R$^2$ (proj model)              & 0.01             & 0.04              & 0.10              & 0.07              & 0.17              & 0.01             & 0.04              & 0.10              & 0.07              & 0.17             \\
Adj. R$^2$ (full model)         & 0.30             & 0.21              & 0.82              & 0.75              & 0.98              & 0.28             & 0.21              & 0.82              & 0.75              & 0.98             \\
Adj. R$^2$ (proj model)         & -0.24            & -0.19             & -0.11             & -0.15             & -0.03             & -0.23            & -0.19             & -0.11             & -0.15             & -0.03            \\
\hline
\multicolumn{11}{l}{\scriptsize{}}
\end{tabular}
\label{tab:reducedAgencyHarris}
\end{center}
\end{table}
